Expertise / Mas malapit na pagtingin
AI Agents & Automation
Production AI at mga agent, naka-scope sa kung paano talaga gumagana ang negosyo mo — may tao sa bawat mahalagang loop.
Ang oportunidad
Gawing mas mabuti
ang susunod na hakbang.
Teams lose hours moving information between tools, cleaning catalogues, assembling research and repeating checks. Most agent projects fail on scope, data and unclear approval — not on the model. We start from one real task, prototype on sample data and keep every consequential decision human.
We scope one task and its source of truth first, then define permissions, review points, evaluation checks and recovery states before any model is connected. Tool and API integrations (including MCP-style tool access) are layered in with least privilege, and output is tested against edge cases with guardrails and audit trails.
- Pagtutulungan
- Delivery lead na may pangalan + team
- Timing
- Discovery + prototype in 2–4 weeks; rollout scoped after
Ang inihahatid namin
Nakatuon sa tamang bagay.
- Task, input and approval mapping
- Tool + API integrations with scoped, least-privilege permissions
- Review-first agent interfaces and audit trails
- Agent evaluation, guardrails and recovery states
Ang natatanggap mo
Isang bagay na mapapatakbo mo.
- Workflow map with scope, permissions and review points
- Working prototype on sample data
- Review, approval and audit interfaces
- Evaluation plan, integration, docs and support handover
Tuklasin ang interaction
Tingnan ang pag-usad ng isang workflow.
Isang gumaganang demonstrasyon ng interface na may sample data. Pumili ng gawain, sundan ang progreso at suriin ang panukalang resulta.
See the system
think in steps.
Choose a workflow, inspect the sample input and review the proposed output. You make the final call.
Find inconsistencies in a small sample product catalogue.
Product: Wireless headphones · Category: Audio · Compatibility: missing · Related products use the Headphones category.
- 01Inspect sample product fields
- 02Compare naming and categories
- 03Prepare suggested corrections
Your review workspace.
Run the example to reveal the proposed changes.
This browser simulation demonstrates the workflow and interface. Its sample responses are predefined; it does not call an AI model, access a store or publish changes.
Bago tayo magsimula
Kaunting kaliwanagan
malayo ang mararating.
01Ano ang kailangan namin mula sa iyo para makapagsimula?
Maikling paglalarawan ng problema, link sa kasalukuyang website o tool kung mayroon, at kung ano ang magiging kapaki-pakinabang na resulta. Hindi mo kailangan ng kumpletong specification. Pinagkakasunduan namin ang access, DPA/NDA at mga kinakailangan sa content kapag malinaw na ang scope.
02Maaari ba kayong magtrabaho sa mayroon na kami?
Oo. Nagsisimula kami sa kasalukuyang setup at mga limitasyon mo. Ang isang nakatutok na pagpapabuti o integration ay maaaring mas mabuti kaysa sa rebuild — ipapaliwanag namin ang mga opsyon at tradeoff, kasama ang mga costed na rekomendasyon, bago ka mag-commit.
03Paano pinagkakasunduan ang gastos, timeline at SLA?
Pagkatapos ng discovery, naglalabas kami ng scoped na proposal: mga deliverable, milestone, timeline, support at mga tuntunin ng SLA. Nagsisimula ang trabaho sa sign-off; ang anumang pagbabago ay nire-rescope nang nakasulat bago magsimula ang karagdagang trabaho.
Konektadong expertise