Custom AI systems that connect to your data, make decisions, perform tasks, and escalate what matters — built around how your business actually works.
A custom Cognaris system runs as part of your business — connected to your CRM, your finance system, your document store, your ticketing, your APIs — making routine decisions, performing tasks, and escalating what actually needs a human.
Any API, any database, any system with an interface. CRM, ERP, finance, ticketing, file stores, document systems — wherever the work actually lives, the agent reads from and writes to it directly.
Routine decisions made by your rules. Tasks performed across your stack — drafts written, records updated, alerts raised, items routed. No personal-assistant chat needed; it just runs.
When something's urgent, ambiguous, or risky, the agent hands it to the right person with full context attached. Your humans stay in control of every decision that should be theirs.
A few familiar shapes to start the conversation. What we actually build is fitted to your business — your data, your processes, your rules — but these are the patterns most teams find first. Each one quietly handles work that's currently soaking up senior time.
Reads CRM activity overnight. Flags deals that have slipped, drafts the chase note, suggests which calls actually need a human today.
Given a target account, assembles a brief — recent news, signals, org changes, prior touchpoints, mutual connections — before the first call.
Reads incoming applications, compares them against the role brief and your hiring rules, ranks the strongest fits with the evidence to back the call.
Compares an incoming contract to your firm's playbook. Surfaces non-standard clauses, flags risk, suggests fallback positions — all with citations.
Reads inbound tickets, classifies them against your taxonomy, summarises the customer's history, routes to the right team with full context attached.
Watches transactions, expenses or reconciliation feeds. Flags outliers — and presents the supporting evidence, not just the alert.
A few starting points across the recurring work most businesses run on. Sales, research, hiring, finance, admin — fair game. Pick a corner of your operation; chances are an agent fits.
Real custom AI systems aren't a single chat box. They're a small team of specialist agents working in sequence — reading, deciding, branching to the right path, escalating when something needs a human. Designed as a visual flowchart, so the system stays legible to everyone who runs it.
A simplified example. Your build will look different — shaped around the work it actually has to do.
The same system that does the work can summarise it — into dashboards your team uses daily, reports your board reads quarterly, and updates your investors get monthly. Built from your live data, refreshed on schedule.
See how each team — sales, ops, support, finance — is tracking against targets. Refreshed live from the systems the agents already touch. No more chasing weekly reports.
KPI summaries, variance commentary, risks and highlights — assembled into the format your board already reads. Same numbers your team works from, no manual collation.
Monthly or quarterly cadence, draft-ready before the deadline catches you. Metrics, narrative, what's changed — prepared automatically from real data.
A custom AI agent reads real business data — CRM, contracts, finance, customer files. The way we build means your IT, security, and compliance leaders can confidently sign off, with clear answers to the questions they'll ask.
Your data, the model traffic, and the rule library all stay in-region. We can name the cloud, the region, and the contractual basis on request.
Your data is used to run your agents — not to improve a model anyone else uses. Contractual, not just policy. Your IP stays your IP.
Each workflow defines what the agent does autonomously and what it proposes for human approval. Set per workflow, evolved as confidence grows.
Every step the agent took — which rules it pulled, which tools it called, which model it used — is the diagram. Replayable on demand.
The sales-triage agent can't read finance. The contract agent can't write to the CRM. Permissions are the agent's job description.
Custom doesn't have to mean slow, mysterious, or expensive. Our build process is short, transparent, and shaped around the moment you can actually see the agent doing real work in your business — usually within weeks, not quarters.
Direct access to the founder. Built in the open. Yours on day one — and we keep evolving it with you as the business moves.
A working session, not a sales pitch. We map your operation, find one or two workflows where a custom agent will pay for itself fastest, and agree what the agent does.
Your agent takes shape as a visual flowchart from day one. You see the rules, the tools, the decisions as they're built — no black box, no surprises at the end.
Before the agent does anything on its own, it runs alongside the people currently doing the work. You see what it would have done. We refine the rules together.
Approval gates loosen as confidence grows. We keep the agent evolving as your business changes — you decide which actions become autonomous, when, and for which cases.
A 30-minute call, direct with the founder. Tell us about the work that's quietly soaking up your team's best hours — we'll show you what a custom AI agent could realistically do for it, and what building one with us looks like.