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FineteklabsKuhandisi Mafanikio

Mawakala wa AI

Uendelezaji wa mawakala wa AI

Programu inayofanya kazi yenyewe, si programu inayoeleza tu.

Sekta
Huduma
Unachopata
7
Uendelezaji wa mawakala wa AI

Mbinu yetu

Uendelezaji wa mawakala wa AI

An agent is only useful if it can reach the systems where the work happens. We build agents that read your documents, query your databases, call your APIs and complete multi step tasks, with the permissions and the audit trail that make that safe to allow.

The hard part is not the model. It is deciding which actions an agent may take on its own, which need a human to confirm, and how to reconstruct afterwards exactly what it did and why. We design those boundaries first and build the agent inside them.

Agents run wherever the data has to stay: on your premises, in your cloud tenancy, or against a private model deployment. They are evaluated against your own cases, and monitored in production like any other system.

Unachopata

Kila mradi huzalisha nyaraka unazomiliki na unaweza kumpa mhandisi au mkaguzi yeyote.

  • Agent design: scope, tools, permissions and escalation rules
  • Tool and API integration with your existing systems
  • Retrieval over your own governed documents
  • Human in the loop checkpoints for consequential actions
  • Full action logging and audit trail
  • Evaluation suite built from your real cases
  • Monitoring, guardrails and rollback procedure

Matokeo unayopaswa kutarajia

Matokeo unayopaswa kutarajia

  • Repetitive multi step work completed without a person relaying it
  • Actions taken inside the systems you already run, not beside them
  • A clear record of what every agent did and on whose authority
  • Capacity that scales without adding headcount to a back office

Zana na mifumo

Zana na mifumo

  • OpenAI, Anthropic and open weight models
  • LangGraph and CrewAI
  • Model Context Protocol
  • Temporal for durable workflows
  • pgvector and Qdrant
  • OpenTelemetry for agent tracing

Tunavyofanya kazi

Tunatoa vipi

Tunatumia michakato bora na mbinu za uendelezaji kama msingi wa kujenga suluhisho za teknolojia za kisasa kwa njia iliyopangwa na yenye mpangilio.

  1. 01

    Planning

    We collect the relevant information from you and your stakeholders, including the constraints you have not written down.

  2. 02

    Defining

    We document the software needs, agree acceptance criteria, and write down what is out of scope.

  3. 03

    Designing

    System and interface documents are prepared against the specification: architecture, data model and stack.

  4. 04

    Building

    We implement in short cycles, with a working increment and a visible demonstration at the end of each.

  5. 05

    Testing

    We evaluate quality to find and fix defects: automated where possible, exploratory where judgement matters more.

  6. 06

    Deployment

    Release runs through an automated pipeline, checked for deployment issues, with a rehearsed rollback.

  7. 07

    Maintenance

    We keep the system current, secure and monitored, so you hear about problems from us first.

Maswali

Maswali yanayoulizwa sana

What stops an agent doing something it should not?

Scoped permissions, allow lists on the tools it may call, and human confirmation for anything consequential. An agent should never hold more authority than the most junior person who could do the task.

Can we audit what it did?

Every action is logged with its inputs, the tool called, the result and the authority it ran under. Reconstructing a decision after the fact is part of the deliverable, not an extra.

Do agents need a hosted model?

No. Agents can run against a private deployment on your own hardware, which is often the only option when the documents they read are sensitive.

Tuongee

Hebu tuandae faida yako ijayo.

Tuambie unachotaka kufikia. Utazungumza na mhandisi, si kituo cha simu: kwa kawaida ndani ya dakika chache.

Jumatatu hadi Ijumaa, 08:00 hadi 18:00 Saa za Afrika Mashariki (GMT+3). Msaada wa dharura nje ya saa hizi kwa makubaliano.

Tuandikie ujumbe wa sentensi moja kuhusu mradi wako. Tunajibu kwa jibu la wazi, kwa kawaida ndani ya dakika chache.