Your firm's knowledge is either too generic to matter or too buried to use. Empatine makes it accessible, shaped for this client, this project, this moment, this person.
Information today sits at two extremes: generic enough to apply anywhere, or so specific it lives in one person's memory. Copilot, Claude, and Gemini do not fix this. Neither does bolting your own documents onto a generic model.
Empatine makes what a firm knows accessible, in context, past to future.
Empatine ingests the way your firm already works. No new behaviour required from anyone.
Slack conversations, documents, call notes, client feedback — ingested automatically from the tools your team already uses. Nothing changes about how you work today.
Per-client models trained on real history. design.md files that capture the firm's standards exactly. An AI layer that reasons the way your firm does — not some generic model.
Every person operates at a higher level. Strategists with perfect memory. Specialists freed from repetitive compliance checks. Juniors thinking like seniors. Routine work stops requiring human attention.
Clients self-serve the routine requests. Creatives focus on the work that genuinely needs them. The firm scales without adding headcount. Revenue grows. Margin finally grows with it.
Knowledge businesses are built on human knowledge, human relationships, and human judgement. But the systems they run on were never built to capture, scale, or augment any of those things.
I didn't get into this to police brand guidelines.
Read the full scenario ↓I know we solved this before. I just can't find it.
Read the full scenario ↓Every associate re-derives precedent the firm already paid for once.
Read the full scenario ↓I just need a quick answer. Why does it take four days?
We keep growing. So why does it feel like we're falling behind?
Read the full scenario ↓I've underwritten this exact model three times. I can't recall what killed the first two.
Read the full scenario ↓Illustrative scenarios based on how knowledge businesses operate today, not quotes from existing customers. Empatine is launching in 2026.
Empatine captures both: the institutional intelligence of how your firm thinks, and the human intelligence of how the people you serve actually work.
Processes, templates, and institutional memory, always searchable. The same intelligence augments every task and verifies the work against everything the firm has ever known.
Client relationships, instincts, and quirks, but also the firm's own culture: how the team works, what it values, the tone that makes it recognisably itself. Captured and never lost.
AI handles the volume, the precision, the memory, and the pattern recognition. Humans handle the leap.
Empatine is built on the belief that those two things are more powerful together than either is alone.
Most firms are trying to figure this out right now, and getting it wrong, because the memory is missing, the guardrails are missing, or the strategy is missing — not because the models are weak.
Every prompt starts from zero. The model has no idea what this firm decided last month, let alone what it learned last year.
Nothing stops a confident, wrong answer from reaching a client. Quality depends on whoever happens to be reviewing it that day.
AI gets bolted onto the old workflow instead of redesigning it. It drafts faster. It doesn't make anyone smarter.
Memory. Guardrails. Strategy. Empatine's Brain, Heart, and human in the loop exist to close exactly these three gaps, together.
The human starts the work. The human shapes it throughout.
Quality assurance. Reviews the output after it is made and catches what slipped through.
The worker. Drafts the thinking and produces the first version of everything.
The catalyst. Starts the work and brings judgement, taste, and direction. Beyond a taste maker: the source of intent.
The augmenter, the memory, and the verifier. Extends the human, remembers everything the firm has known, and checks the work against it.
The same strategy, the same expertise, the same judgement — expressed correctly whether the output is a client memo, a React component, a pitch deck, a contract clause, an investment memo, or an AI-generated draft. Consistency across every deliverable comes from architecture, not process.
Empatine is for the professionals inside knowledge businesses who carry more context than any system has ever been willing to hold for them.
I didn't get into this to police brand guidelines.
She's one of the best in the business. But today, like most days, she spent two hours checking whether someone used the right typeface weight in a client deck. The brief that needed her thinking is still waiting.
I know we solved this before. I just can't find it.
Three years of thinking. Hundreds of client engagements. Brilliant decisions and hard-won insights — scattered across Slack threads, shared drives, and the heads of people who left last year.
Every associate re-derives precedent the firm already paid for once.
Three associates on three different matters spent a combined forty hours last quarter drafting substantially the same indemnification clause. The firm answered this question before, more than once. That work sits in a closed matter file nobody thought to search.
We keep growing. So why does it feel like we're falling behind?
Revenue is up. The team is bigger than ever. Somehow margins are thinner, the work takes longer, and the best people are burning out. Growth is supposed to feel like winning. This doesn't.
I've underwritten this exact model three times. I can't recall what killed the first two.
Three weeks into diligence on a deal that rhymes unmistakably with two companies from the portfolio's back catalogue — one became a fund-defining outcome, one quietly failed. What the firm learned from both lives in someone's old notes, if that laptop still boots.
Composite personas illustrating who Empatine is built for, not real customers or endorsements.
The infrastructure your entire firm runs on.
Slack ingestion, institutional memory, searchable context — across the entire firm. Every strategist walks in prepared. Nothing gets lost when someone leaves.
Client relationship data, decision history, tone and preference modelling. The soul of the firm — captured, not lost. New people know the client from day one.
Self-service for clients — intake, approvals, deliverable handoff, project status, AI first response. Routine requests handled entirely by the client's trained model. Human judgment reserved for what needs it.
Living brand specifications. Queryable by every discipline, every tool, every AI agent. Every output starts from a position of correctness, not approximation.
Projects, resources, financials, pipeline — the internal layer that ties everything together. Automatic timesheets. Reports that write themselves. The work around the work, automated.
Productised service tiers. New revenue streams that scale without adding headcount. Growth finally multiplies instead of adding. The Shopify parallel, but for knowledge businesses.
Empatine connects through MCP, A2A, and standard REST APIs — the same open standards the rest of the industry is converging on. If a tool has an interface, Empatine can talk to it. That claim doesn't expire the way any single named integration does.
TODO (Erik): name the communication/document and project/time tools that belong here — everything except Xero and LivePlan is a placeholder slot, not a confirmed integration.
When work moves from a firm to a client, or from one firm to another, context can travel with it agent-to-agent — instead of arriving as a bare file with nothing behind it.
Design and creative production tooling. TODO (Erik): name specific products.
TODO (Erik): this vertical's integration category wasn't specified in the brief — confirm what belongs here.
Document and matter management, research platforms. TODO (Erik): name specific products.
Market and company data platforms, deal and portfolio tooling. TODO (Erik): name specific products.
A well-written prompt can reason and draft against any model available. It has no access to what this firm decided about a specific client eighteen months ago, or why.
Three years of context no new firm could replicate from a standing start, and no prompt can conjure.
Switching means rebuilding infrastructure the client's team depends on daily.
Every output matches house standards from day one. The gap is felt even when it cannot be named.
Client history nobody has to rebuild when the team changes.
A firm sets the parameters once: cost, where the data lives, quality bar. Empatine takes it from there, automatically routing every task to whichever model, frontier or open-weight (one a firm can run entirely on its own infrastructure), fits. No single AI lab decides what your firm can do, what it costs, or where your data goes.
Your firm is never stuck on a model that's been deprecated or repriced overnight. Empatine automatically moves each task to whichever model does the job best today, not whichever one it was built on two years ago.
Sensitive client work never has to leave the building to reach a third-party API. Models that support it can run entirely inside a firm's own environment, under the firm's own control.
No single provider's outage or price rise can stop the firm. Routine work runs on efficient models; hard reasoning goes to the frontier ones — whichever mix actually earns its keep.
No lock-in, no exposure, no wasted spend. That's what orchestration actually buys a firm.
An agency holding two competing brands. A law firm acting on both sides of a market. A fund sitting on the board of two rivals. All of them need certainty that nothing from one client crosses into another, even when both live inside the same Empatine account. [TODO (Erik): the accurate description of how isolation between client and matter scopes actually works goes here.]
Empatine is launching in 2026. If you run a knowledge business (an agency, a consultancy, a law firm, and beyond) and want to be part of the first cohort, let's talk.
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Prefer email? Write to hello@empatine.com directly.